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Systematic codebase exploration following the Iron Law - understand the problem before exploring code. Four phases with file-finder and web-researcher agents.

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babysitter
1.9k200 skills3 agents21 commands1 MCP

Claude Code

$ npx -y skills add a5c-ai/babysitter --skill codebase-research --agent claude-code

SKILL.md

codebase-research.SKILL.md
name: codebase-research
description: Systematic codebase exploration following the Iron Law - understand the problem before exploring code. Four phases with file-finder and web-researcher agents.
allowed-tools: Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion
graph:
  domains: [domain:software-engineering]
  skillAreas: [skill-area:agentic-loops, skill-area:orchestration-loop]
  workflows: [workflow:feature-development]
  topics: [topic:developer-experience]
  roles: [role:tech-lead, role:backend-engineer]
  • Investigating how an existing feature works before modifying it
  • Understanding dependencies and data flows before planning
  • Gathering context for a known goal

Process

1. **Understand the request** - Ask clarifying questions one at a time (purpose, specifics, scope, constraints, context). Do NOT read any files until confirmed. 2. **Explore the codebase** - Use file-finder agent, read in order, trace data flows, identify constraints. 3. **Document findings** - Write structured research document to `docs/plans/YYYY-MM-DD-<topic>-research.md`. 4. **Transition** - Ask: plan, continue research, or conclude.

Key Rules

  • Quotations from source material capped at 125 characters maximum
  • Only proceed to exploration after human confirms understanding
  • Use file-finder agent for initial file discovery
  • Use web-researcher agent for external context needs

Agents Used

  • `agents/file-finder/` - Locates relevant files with suggested reading order
  • `agents/web-researcher/` - Gathers external context when needed

Tool Use

Invoke via babysitter process: `methodologies/rpikit/rpikit-research`

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Questions about codebase-research.

Which coding agents can use codebase-research?
codebase-research installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.